Functional data analysis: Functional data analysis (see e.g., [1]}, [2]}, [3]} and the references therein) studies the learning an infinite-dimensional operator from functional data. In contrast, we focus on learning a radial kernel in an operator, exploiting the low-dimensional structure of the operator, which enables us to learn the kernel (hence the operator) from limited data.
